Adithya Thaduri
Adithya Thaduri

Adithya Thaduri

Associate Senior Lecturer
Luleå University of Technology
Operation and Maintenance
Operation, Maintenance and Acoustics
Department of Civil, Environmental and Natural Resources Engineering
adithya.thaduri@ltu.se
+46 (0)920 493444
F706 Luleå

Research Profile

During my work at the Luleå University of Technology, my research turned towards the condition monitoring and condition based maintenance of the systems. I developed a computational intelligence framework for the context-aware decision making for condition based maintenance of wind turbines. In this research work, I created metadata generation, relating ontologies and create decision-based rules for decision support for maintenance strategies.

My other research areas I found interesting are Big Data and Maintenance 4.0 in Railways, safety analysis and predictive analytics of mining machines, and hybrid modeling for bearings. I also looked into the impacts of Solar storms in Railway infrastructure which are low frequency and high consequence events society.

My present work is looking into the prediction of remaining useful life and predictive maintenance of switches and crossings (SC) in Railways. This can be carried out by track geometry modeling, data driven approaches for failure prediction and probability of failure prediction using probabilities approaches. I developed an effective strategy for opportunistic maintenance with functional testing for SCs. This involves the development of prediction methodologies and algorithms to provide the status based on the nowcasting and forecasting defined by the Train Management Systems (TMS). I am also interested in assessing the condition by condition monitoring techniques to predict the behavior in future using hybrid methodologies. The reliability is assessed using the probability of failure for scheduling preventive maintenance activities of TMS. 

Publications

Chapter in book

Process Mining for Maintenance Decision Support (2019)

Thaduri. A, Famurewa. S, Verma. A, Kumar. U
Part of: System Performance and Management Analytics
Chapter in book

Analytics for Maintenance of Transportation in Smart Cities (2018)

Thaduri. A, Verma. A, Kumar. U
Part of: Quality, IT and Business Operations
Article in journal

Sustainable production process (2018)

An application of reliability, availability, and maintainability methodologies in automotive manufacturing
Soltanali. H, Garmabaki. A, Thaduri. A, Parida. A, Kumar. U, Rohani. A
Journal of Risk and Reliability, ISSN: 1748-006X
Article in journal

Computational intelligence framework for context-aware decision making (2017)

Thaduri. A, Kumar. U, Verma. A
International Journal of Systems Assurance Engineering and Management, ISSN: 0975-6809, Vol. 8, nr. Supp. 4, s. 2146-2157
Article in journal

Guest Editorial (2017)

Parida. A, Karim. R, Thaduri. A
Journal of Quality in Maintenance Engineering, ISSN: 1355-2511, Vol. 23, nr. 3, s. 258-259